embedding-strategies
Select and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking strategies, or optimizing embedding quality for specific domain…
Browse curated skills with source links, package snapshots, README assets and install signals in one calm, searchable catalog.
Select and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking strategies, or optimizing embedding quality for specific domain…
Strategies for efficient context retrieval for AI - what to include, what to exclude, and how to prioritize
Extract text content from images using Tesseract OCR via Python
Azure AI Content Safety SDK for Python. Use for detecting harmful content in text and images with multi-severity classification.
Azure AI Voice Live SDK for JavaScript/TypeScript. Build real-time voice AI applications with bidirectional WebSocket communication.
LLM Operations -- RAG, embeddings, vector databases, fine-tuning, prompt engineering avancado, custos de LLM, evals de qualidade e arquiteturas de IA para producao. Ativar para: implementar
📰 RSS AI Reader — Automatically fetches subscriptions, generates summaries with LLM, and pushes through multiple channels! Supports generating Chinese summaries with Claude/OpenAI, and pushing to Feis…
#1 on DeepResearch Bench (Feb 2026). Any-to-Any AI for agents. Combines deep reasoning with all modalities through sophisticated multi-agent orchestration. Research, videos, images, audio, dashboards,…
Latest AI models reference - Claude, OpenAI, Gemini, Eleven Labs, Replicate
Takes a rough, unpolished prompt idea and autonomously turns it into an implementation plan. Researches the project deeply, asks clarifying questions, generates a precise internal prompt, then execute…
Gas Town × DOK Framework - A two-dimensional model for analyzing AI collaboration maturity and cognitive complexity to reveal growth opportunities.
Build document analysis applications with Azure Document Intelligence (Form Recognizer) SDK for Java. Use when extracting text, tables, key-value pairs from documents, receipts, invoices, or buildi...
Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create...
Caching strategies for LLM prompts including Anthropic prompt caching, response caching, and CAG (Cache Augmented Generation) Use when: prompt caching, cache prompt, response cache, cag, cache augm...
USE FOR AI-grounded answers via OpenAI-compatible /chat/completions. Two modes: single-search (fast) or deep research (enable_research=true, thorough multi-search). Streaming/blocking. Citations.
In-depth analysis, interpretation, and fact-checking of the article. Used for extracting core viewpoints, examining logic, evaluating value, and analyzing writing techniques.
AI-first application patterns, LLM testing, prompt management
Transforms a rough, unpolished prompt idea into a precise, structured AI coding prompt. Automatically researches the current project context (stack, file structure, conventions, git history) before ge…
Every product will be AI-powered. The question is whether you'll build it right or ship a demo that falls apart in production. This skill covers LLM integration patterns, RAG architecture, prompt...
Azure OpenAI SDK for .NET. Client library for Azure OpenAI and OpenAI services. Use for chat completions, embeddings, image generation, audio transcription, and assistants.
This skill should be used when the user asks to "understand context", "explain context windows", "design agent architecture", "debug context issues", "optimize context usage", or discusses context com…
Generate SQL queries from natural language
After Effects, motion design principles, and animated content creation.
Semantic search in DDC CWICR construction database using vector embeddings. Find similar work items and resources for cost estimation.